Comparison
mengram vs agentos
Verdict
Pick mengram if mengram offers memory functionalities tailored for AI agents, including semantic, episodic, and procedural capabilities with integrations into platforms like LangChain, CrewAI, and OpenClaw; pick agentos if agentOS supports eleven LLM providers with runtime tool forging capabilities for cognitive memory in TypeScript.
Markdown twin · mengram alternatives · agentos alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | mengram | agentos |
|---|---|---|
| Maintenance | Very active (3d since push) As of 3w · github_public_v1 | Active (15d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3w · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- mengram
- Semantic, episodic, and procedural memory for AI agents, like human记忆被切断了，请稍后尝试重新生成。
- agentos
- TypeScript AI agent framework providing cognitive memory and runtime tool forging with support for multi-agent orchestration
Stars
- mengram
- 184
- agentos
- 617
Forks
- mengram
- 27
- agentos
- 92
Open issues
- mengram
- 27
- agentos
- 10
Language
- mengram
- Python
- agentos
- TypeScript
Adopt for
- mengram
- Mengram offers memory functionalities tailored for AI agents, including semantic, episodic, and procedural capabilities with integrations into platforms like LangChain, CrewAI, and OpenClaw.
- agentos
- AgentOS supports eleven LLM providers with runtime tool forging capabilities for cognitive memory in TypeScript.
Persona
- mengram
- -
- agentos
- -
Runtime
- mengram
- -
- agentos
- -
License
- mengram
- Apache-2.0
- agentos
- Apache-2.0
Last pushed
- mengram
- Jul 30, 2026
- agentos
- Aug 7, 2026
Categories
- mengram
- AI Agents, Evaluation & Observability
- agentos
- AI Agents
Trust and health
Maintenance
- mengram
- Very active (96%)
- agentos
- Active (82%)
Days since push
- mengram
- 3d
- agentos
- 15d
Open issues (now)
- mengram
- 27
- agentos
- 10
Stars delta
- mengram
- Unknown
- agentos
- +16 (30d)
Open issues delta
- mengram
- Unknown
- agentos
- +1 (30d)
Owner type
- mengram
- User
- agentos
- Organization
OSV dependency advisories
- mengram
- Published findings
- agentos
- No lockfile (source not queried)
Full report
- mengram
- Trust report
- agentos
- Trust report
Choose mengram if…
- mengram is primarily Python; agentos is TypeScript.
- Tags unique to mengram: agent-memory, ai-agents, ai-memory, cognitive-architecture.
- Also covers Evaluation & Observability.
- mengram ships Docker support for self-hosted deployment.
- Use Mengram if your project requires a comprehensive suite of human-like memory capabilities (semantic, episodic, procedural) for AI agents.
When NOT to use mengram
- Avoid Mengram if your project focuses solely on a specific type of memory (e.g., only semantic) and requires more specialized functionality not provided by Mengram.
- Mengram might be less appealing if direct terminal access is preferred over the provided one-prompt setup method, which some users might deem as more complex or cumbersome.
Choose agentos if…
- agentos is primarily TypeScript; mengram is Python.
- Tags unique to agentos: agent-framework, cognitive-memory, llm-orchestration, multi-agent.
- Need for cognitive memory and real-time tool generation in AI agents
When NOT to use agentos
- Preferring frameworks without multi-agent orchestration support
- Prioritizing environments with less than eleven LLM provider options
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (alibaizhanov/mengram) · observed Aug 2, 2026
- GitHub forks (alibaizhanov/mengram) · observed Aug 2, 2026
- Last push (alibaizhanov/mengram) · observed Jul 30, 2026
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (framerslab/agentos) · observed Aug 23, 2026
- GitHub forks (framerslab/agentos) · observed Aug 23, 2026
- Last push (framerslab/agentos) · observed Aug 7, 2026
- License file (Apache-2.0) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: mengram 184 · agentos 617 (synced Aug 2, 2026).
Common questions
- What is the difference between mengram and agentos?
- mengram: Semantic, episodic, and procedural memory for AI agents, like human记忆被切断了，请稍后尝试重新生成。. agentos: TypeScript AI agent framework providing cognitive memory and runtime tool forging with support for multi-agent orchestration. See the comparison table for live GitHub stats and shared categories.
- When should I choose mengram over agentos?
- Choose mengram over agentos when mengram is primarily Python; agentos is TypeScript; Tags unique to mengram: agent-memory, ai-agents, ai-memory, cognitive-architecture; Also covers Evaluation & Observability; mengram ships Docker support for self-hosted deployment; Use Mengram if your project requires a comprehensive suite of human-like memory capabilities (semantic, episodic, procedural) for AI agents.
- When should I choose agentos over mengram?
- Choose agentos over mengram when agentos is primarily TypeScript; mengram is Python; Tags unique to agentos: agent-framework, cognitive-memory, llm-orchestration, multi-agent; Need for cognitive memory and real-time tool generation in AI agents.
- When should I avoid mengram?
- Avoid Mengram if your project focuses solely on a specific type of memory (e.g., only semantic) and requires more specialized functionality not provided by Mengram. Mengram might be less appealing if direct terminal access is preferred over the provided one-prompt setup method, which some users might deem as more complex or cumbersome.
- When should I avoid agentos?
- Preferring frameworks without multi-agent orchestration support Prioritizing environments with less than eleven LLM provider options
- Is mengram or agentos more popular on GitHub?
- agentos has more GitHub stars (617 vs 184). Stars measure visibility, not whether either tool fits your constraints.
- Are mengram and agentos open source?
- Yes - both are open-source projects on GitHub (mengram: Apache-2.0, agentos: Apache-2.0).
- Where can I find alternatives to mengram or agentos?
- GraphCanon lists graph-backed alternatives at mengram alternatives and agentos alternatives (mengram markdown twin, agentos markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, mengram or agentos?
- mengram: Very active. agentos: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for mengram and agentos?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mengram trust report; agentos trust report.